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<h1>ToolROCR</h1>
<small class="dont-index">Source: <a href='https://github.com/evalclass/prcbench/blob/main/R/tool_zzz.R'><code>R/tool_zzz.R</code></a></small>
<div class="hidden name"><code>ToolROCR.Rd</code></div>
</div>
<div class="ref-description">
<p><code>R6</code> class of the ROCR tool</p>
</div>
<h2 class="hasAnchor" id="format"><a class="anchor" href="#format"></a>Format</h2>
<p>An <code>R6</code> class object.</p>
<h2 class="hasAnchor" id="details"><a class="anchor" href="#details"></a>Details</h2>
<p><code>ToolROCR</code> is a wrapper class for
the <a href='https://ipa-tys.github.io/ROCR/'>ROCR</a> tool, which is an R
library that provides calculations of various performance evaluation
measures.</p>
<h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See also</h2>
<div class='dont-index'><p>This class is derived from <code><a href='ToolIFBase.html'>ToolIFBase</a></code>.
<code><a href='create_toolset.html'>create_toolset</a></code> for creating a list of tools.</p></div>
<h2 class="hasAnchor" id="super-class"><a class="anchor" href="#super-class"></a>Super class</h2>
<p><code><a href='ToolIFBase.html'>prcbench::ToolIFBase</a></code> -> <code>ToolROCR</code></p>
<h2 class="hasAnchor" id="methods"><a class="anchor" href="#methods"></a>Methods</h2>
<h3 class='hasAnchor' id='arguments'><a class='anchor' href='#arguments'></a>Public methods</h3>
<ul>
<li><p><a href='#method-clone'><code>ToolROCR$clone()</code></a></p></li>
</ul>
<p><details ><summary>Inherited methods</summary>
<ul>
<li><p><span class="pkg-link" data-pkg="prcbench" data-topic="ToolIFBase" data-id="call"><a href='../../prcbench/html/ToolIFBase.html#method-call'><code>prcbench::ToolIFBase$call()</code></a></span></p></li>
<li><p><span class="pkg-link" data-pkg="prcbench" data-topic="ToolIFBase" data-id="get_auc"><a href='../../prcbench/html/ToolIFBase.html#method-get_auc'><code>prcbench::ToolIFBase$get_auc()</code></a></span></p></li>
<li><p><span class="pkg-link" data-pkg="prcbench" data-topic="ToolIFBase" data-id="get_result"><a href='../../prcbench/html/ToolIFBase.html#method-get_result'><code>prcbench::ToolIFBase$get_result()</code></a></span></p></li>
<li><p><span class="pkg-link" data-pkg="prcbench" data-topic="ToolIFBase" data-id="get_setname"><a href='../../prcbench/html/ToolIFBase.html#method-get_setname'><code>prcbench::ToolIFBase$get_setname()</code></a></span></p></li>
<li><p><span class="pkg-link" data-pkg="prcbench" data-topic="ToolIFBase" data-id="get_toolname"><a href='../../prcbench/html/ToolIFBase.html#method-get_toolname'><code>prcbench::ToolIFBase$get_toolname()</code></a></span></p></li>
<li><p><span class="pkg-link" data-pkg="prcbench" data-topic="ToolIFBase" data-id="get_x"><a href='../../prcbench/html/ToolIFBase.html#method-get_x'><code>prcbench::ToolIFBase$get_x()</code></a></span></p></li>
<li><p><span class="pkg-link" data-pkg="prcbench" data-topic="ToolIFBase" data-id="get_y"><a href='../../prcbench/html/ToolIFBase.html#method-get_y'><code>prcbench::ToolIFBase$get_y()</code></a></span></p></li>
<li><p><span class="pkg-link" data-pkg="prcbench" data-topic="ToolIFBase" data-id="initialize"><a href='../../prcbench/html/ToolIFBase.html#method-initialize'><code>prcbench::ToolIFBase$initialize()</code></a></span></p></li>
<li><p><span class="pkg-link" data-pkg="prcbench" data-topic="ToolIFBase" data-id="print"><a href='../../prcbench/html/ToolIFBase.html#method-print'><code>prcbench::ToolIFBase$print()</code></a></span></p></li>
<li><p><span class="pkg-link" data-pkg="prcbench" data-topic="ToolIFBase" data-id="set_setname"><a href='../../prcbench/html/ToolIFBase.html#method-set_setname'><code>prcbench::ToolIFBase$set_setname()</code></a></span></p></li>
<li><p><span class="pkg-link" data-pkg="prcbench" data-topic="ToolIFBase" data-id="set_toolname"><a href='../../prcbench/html/ToolIFBase.html#method-set_toolname'><code>prcbench::ToolIFBase$set_toolname()</code></a></span></p></li>
</ul>
</details>
<hr>
<a id="method-clone"></a></p><h3 class='hasAnchor' id='arguments'><a class='anchor' href='#arguments'></a>Method <code>clone()</code></h3>
<p>The objects of this class are cloneable with this method.</p><h4 class='hasAnchor' id='arguments'><a class='anchor' href='#arguments'></a>Usage</h4>
<p><div class="r"></p><pre><span class='va'>ToolROCR</span><span class='op'>$</span><span class='fu'>clone</span><span class='op'>(</span>deep <span class='op'>=</span> <span class='cn'>FALSE</span><span class='op'>)</span></pre><p></div></p>
<h4 class='hasAnchor' id='arguments'><a class='anchor' href='#arguments'></a>Arguments</h4>
<p><div class="arguments"></p><dl>
<dt><code>deep</code></dt><dd><p>Whether to make a deep clone.</p></dd>
</dl><p></div></p>
<h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
<pre class="examples"><div class='input'><span class='co'>## Initialization</span>
<span class='va'>toolrocr</span> <span class='op'><-</span> <span class='va'>ToolROCR</span><span class='op'>$</span><span class='fu'>new</span><span class='op'>(</span><span class='op'>)</span>
<span class='co'>## Show object info</span>
<span class='va'>toolrocr</span>
</div><div class='output co'>#>
#> === Tool interface ===
#>
#> Tool name: ROCR
#> Calculate AUC score: Yes
#> Store results: Yes
#> Prediction performed: No
#> Available methods: call(testset, calc_auc, store_res)
#> get_toolname()
#> set_toolname(toolname)
#> get_setname()
#> set_setname(setname)
#> get_result()
#> get_x()
#> get_y()
#> get_auc()
#> Help file: help("ToolROCR")</div><div class='input'>
<span class='co'>## create_toolset should be used for benchmarking and curve evaluation</span>
<span class='va'>toolrocr2</span> <span class='op'><-</span> <span class='fu'><a href='create_toolset.html'>create_toolset</a></span><span class='op'>(</span><span class='st'>"ROCR"</span><span class='op'>)</span>
</div></pre>
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